📈 Markets & Finance risk-off · 3–10 years
A what‑if from the future

What if successful climate-attribution lawsuits trigger large liability-insurance payouts?

A wave of successful climate-attribution lawsuits against carbon majors triggers large D&O and liability-insurance payouts, a casualty-side climate exposure the IAIS and NGFS are beginning to size.

6%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 6% · 90% range 0–12% · 40 analogues · measured class agriculture 100% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — agriculture ≈1.9132/yr → 100% in 10 yr100%
Analyst prior · editorial share 5% of the class5%
Pooled · weight 87%6%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)6%
Published6%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 3–10 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. A wave of successful climate-attribution lawsuits against carbon majors triggers large D&O and liability-insurance payouts, a casualty-side climate exposure the IAIS and NGFS are beginning to size. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · Geopolitical risk ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +2.9%
hist -1.15–+8.02% · other way -5.72% (n=11)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.3%
hist -0.87–-0.13% · other way +0.23% (n=11)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.9%
hist -1.37–+2.25% · other way +30.95% (n=11)
4Tech sector XLK 📈 chartEquity▼ -0.8%
hist -0.61–+0.19% · other way +0.38% (n=11)
5S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.8%
hist -0.91–-0.06% · other way -0.84% (n=12)
6Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -0.94–+0.42% · other way -5.35% (n=9)
7Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.56–+0.24% · other way +3.42% (n=11)
8High-yield credit HYG 📈 chartRate▼ -0.6%
hist -0.92–+0.0% · other way -0.42% (n=11)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -1.89–+0.51% · other way +7.96% (n=9)
11Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -0.32–-0.13% · other way +6.69% (n=9)
12Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.5%
hist -0.52–+0.61% · other way -4.93% (n=11)
13Financials XLF 📈 chartEquity▼ -0.4%
hist -1.02–+0.15% · other way -0.12% (n=11)
14Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.3–-0.15% · other way +4.1% (n=11)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -0.8% · High-yield credit -0.6% · Financials -0.4% · JPMorgan -0.4% · Lockheed +0.2% · Northrop +0.2%

Historical precedent — what analogous events actually did

Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Tin hits nominal record on LME above $48,000/t 2022-03 Russia invasion sends wheat to record high 2022-03 Burkina Faso coup d'etat 2022-01 Kaisa Group offshore default 2021-12 Mali coup d'etat 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 IPBES warns ~1 million species face extinction 2019-05 Bitcoin Cash hash war capitulation 2018-11 China retaliates: $50B tariff list incl. soybeans 2018-04 OPEC abandons output defense, opting for market share vs US shale 2014-11 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
High-yield credit HYGSHORT-0.6% · 5d -0.2%66%36 0.25✓ matches cascade
Volatility VIXLONG+6.0% · 5d +3.6%63%37 0.24✓ matches cascade
JPM JPMSHORT-1.5% · 5d -1.2%62%38 0.19✓ matches cascade
XLF XLFSHORT-0.7% · 5d -0.6%61%36 0.17✓ matches cascade
COIN COINLONG+4.8% · 5d +3.0%59%14 0.14⚠ differs
US dollar DXYLONG+0.5% · 5d +0.1%58%40 0.14·
MSTR MSTRLONG+2.6% · 5d -2.6% ↺ fades58%36 0.12⚠ differs
CORN CORNLONG+0.3% · 5d -1.2% ↺ fades57%36 0.12✓ matches cascade
AVGO AVGOLONG+2.6% · 5d -1.1% ↺ fades57%36 0.12⚠ differs
XLK XLKLONG+0.5% · 5d -0.4% ↺ fades57%36 0.10⚠ differs
NOC NOCSHORT-1.3% · 5d -0.8%56%38 0.10⚠ differs
Bitcoin BTCSHORT-1.5% · 5d -2.9%55%25 0.08✓ matches cascade
LMT LMTSHORT-0.0% · 5d -0.4%55%40 0.07⚠ differs
TSM TSMSHORT-1.2% · 5d -1.9%54%36 0.06✓ matches cascade

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.